{"id":"W2080413382","doi":"10.1002/bjs.9657","title":"Randomized clinical trial to evaluate mental practice in enhancing advanced laparoscopic surgical performance","year":2014,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Randomized controlled trial; Task (project management); Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02006144,0.0001223194,0.00143033,0.000192308,0.00006048693,0.00004949187,0.00006637409,0.0001011522,0.0002498497],"category_scores_gemma":[0.02237704,0.0001147402,0.0004779709,0.0002670592,0.00007565798,0.0003307656,0.00002542479,0.000555656,0.00002281865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005795021,"about_ca_system_score_gemma":0.0002019794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001139554,"about_ca_topic_score_gemma":0.000004992651,"domain_scores_codex":[0.995503,0.00137498,0.001986658,0.0001957466,0.0006521599,0.0002874755],"domain_scores_gemma":[0.9875031,0.01121825,0.0005565963,0.00009704908,0.0002791914,0.0003458102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5933169,0.0003878157,0.00420607,0.00002031261,0.00007492942,0.0008105512,0.00008543541,0.0001392731,0.00001182028,0.000006220148,0.0001280027,0.4008127],"study_design_scores_gemma":[0.9499996,0.0004563055,0.01141344,0.001744098,0.0001191344,0.002766041,0.0001052506,0.001117909,0.00009949354,0.00001487389,0.03199404,0.0001698701],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937382,0.0005919533,0.00006680917,0.0006589312,0.001662062,0.0004162246,6.036258e-7,0.00001519518,0.002849967],"genre_scores_gemma":[0.9959902,0.001482397,0.0006692085,0.0008627996,0.0008644441,0.000009935732,0.000004015641,0.00001741742,0.00009953581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4006428,"threshold_uncertainty_score":0.9858579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0689443087368848,"score_gpt":0.4029274015988362,"score_spread":0.3339830928619514,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}